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AI & Data

Measuring AI Readiness Without the Hype

By Dr Jan van Niekerk | March 28, 2026
Confident business professional in a modern brick-walled office, representing pragmatic and grounded measurement of AI readiness

Every leadership team is being asked where to invest in AI. Most have no evidence-based answer. Here is how to build one that stands up to board-level scrutiny.

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The Three-Lens Assessment, Explained

By Dr Jan van Niekerk | February 6, 2026
Humanoid robot using a laptop, representing the methodical three-lens assessment used to evaluate AI readiness and operating model fitness

Digitisation, automation, and AI augmentability are three distinct lenses on the same role. Understanding how they interact is what separates real transformation programmes from expensive experiments.

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